--------------------------------------------------------------------------------
      name:  <unnamed>
       log:  C:\Users\yiranli\Dropbox\A&A\Stata14\02_analysis.log
  log type:  text
 opened on:  11 Jan 2023, 10:35:59

. use 02_panel.dta

. 
. **+++++++++Table 2(continued)===================
. sum rain_3

    Variable |        Obs        Mean    Std. Dev.       Min        Max
-------------+---------------------------------------------------------
      rain_3 |    163,161    28.96239    95.47438          0       3610

. 
. 
. **+++++++++Table 6===================
. 
. tsset id timeid
       panel variable:  id (unbalanced)
        time variable:  timeid, 1 to 547
                delta:  1 unit

. char   type[omit] 1 

. xi:xtreg dailyrepost rain_3 i.type i.position_code i.rank_code
i.type            _Itype_1-4          (naturally coded; _Itype_1 omitted)
i.position_code   _Iposition__1-6     (naturally coded; _Iposition__1 omitted)
i.rank_code       _Irank_code_0-8     (naturally coded; _Irank_code_0 omitted)

Random-effects GLS regression                   Number of obs     =    160,957
Group variable: id                              Number of groups  =        436

R-sq:                                           Obs per group:
     within  = 0.0000                                         min =          3
     between = 0.0607                                         avg =      369.2
     overall = 0.0007                                         max =        547

                                                Wald chi2(17)     =     105.43
corr(u_i, X)   = 0 (assumed)                    Prob > chi2       =     0.0000

-------------------------------------------------------------------------------
  dailyrepost |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
--------------+----------------------------------------------------------------
       rain_3 |   1.470126   .6838902     2.15   0.032     .1297255    2.810526
     _Itype_2 |   703.9084   175.6585     4.01   0.000     359.6239    1048.193
     _Itype_3 |   81.50088   280.1093     0.29   0.771    -467.5033    630.5051
     _Itype_4 |   38.75795   178.0809     0.22   0.828    -310.2741      387.79
_Iposition__2 |  -460.1719   501.4762    -0.92   0.359    -1443.047    522.7033
_Iposition__3 |   317.8269   495.0008     0.64   0.521    -652.3568    1288.011
_Iposition__4 |  -672.8001   486.8846    -1.38   0.167    -1627.076    281.4762
_Iposition__5 |  -547.0426   497.8162    -1.10   0.272    -1522.744    428.6593
_Iposition__6 |   39.21325   479.3167     0.08   0.935    -900.2301    978.6567
_Irank_code_1 |   843.0576   406.1118     2.08   0.038     47.09316    1639.022
_Irank_code_2 |  -220.7298   375.0291    -0.59   0.556    -955.7733    514.3137
_Irank_code_3 |   181.9112   380.6024     0.48   0.633    -564.0558    927.8783
_Irank_code_4 |   101.1272   370.2627     0.27   0.785    -624.5743    826.8287
_Irank_code_5 |   190.6941   379.9934     0.50   0.616    -554.0792    935.4674
_Irank_code_6 |   1747.053   407.4499     4.29   0.000     948.4662     2545.64
_Irank_code_7 |   643.4587   431.0949     1.49   0.136    -201.4718    1488.389
_Irank_code_8 |   2061.064   556.1435     3.71   0.000      971.043    3151.085
        _cons |   72.56384   341.7216     0.21   0.832    -597.1982    742.3259
--------------+----------------------------------------------------------------
      sigma_u |          0
      sigma_e |  26148.486
          rho |          0   (fraction of variance due to u_i)
-------------------------------------------------------------------------------

. 
. ttest rain_3=0

One-sample t test
------------------------------------------------------------------------------
Variable |     Obs        Mean    Std. Err.   Std. Dev.   [95% Conf. Interval]
---------+--------------------------------------------------------------------
  rain_3 | 163,161    28.96239    .2363626    95.47438    28.49913    29.42566
------------------------------------------------------------------------------
    mean = mean(rain_3)                                           t = 122.5338
Ho: mean = 0                                     degrees of freedom =   163160

    Ha: mean < 0                 Ha: mean != 0                 Ha: mean > 0
 Pr(T < t) = 1.0000         Pr(|T| > |t|) = 0.0000          Pr(T > t) = 0.0000

. predict dailyhat
(option xb assumed; fitted values)
(2,204 missing values generated)

. gen ln=ln(dailyhat)
(52,009 missing values generated)

. 
. xtreg discipline ln i.type i.position_code i.rank_code

Random-effects GLS regression                   Number of obs     =    109,565
Group variable: id                              Number of groups  =        429

R-sq:                                           Obs per group:
     within  = 0.0002                                         min =          1
     between = 0.3842                                         avg =      255.4
     overall = 0.3695                                         max =        547

                                                Wald chi2(17)     =     281.29
corr(u_i, X)   = 0 (assumed)                    Prob > chi2       =     0.0000

-------------------------------------------------------------------------------
   discipline |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
--------------+----------------------------------------------------------------
           ln |   .0566133   .0115722     4.89   0.000     .0339321    .0792944
              |
         type |
           2  |  -3.524997   .3132416   -11.25   0.000     -4.13894   -2.911055
           3  |   -1.65312    .494997    -3.34   0.001    -2.623297   -.6829442
           4  |  -3.855138   .3135091   -12.30   0.000    -4.469604   -3.240671
              |
position_code |
           2  |   1.747444   .8916142     1.96   0.050    -.0000882    3.494975
           3  |   1.760457    .870471     2.02   0.043     .0543652    3.466549
           4  |    1.67831   .8988407     1.87   0.062    -.0833854    3.440005
           5  |   1.468563   .8826082     1.66   0.096    -.2613171    3.198444
           6  |   2.175821   .8417615     2.58   0.010     .5259987    3.825643
              |
    rank_code |
           1  |  -.4774653   .7002572    -0.68   0.495    -1.849944    .8950136
           2  |  -.7285363   .6508429    -1.12   0.263    -2.004165    .5470924
           3  |  -.5117678   .6735783    -0.76   0.447    -1.831957    .8084213
           4  |  -.7569599   .6567692    -1.15   0.249    -2.044204    .5302842
           5  |  -.1944815   .6766624    -0.29   0.774    -1.520715    1.131752
           6  |  -.7067815   .7275032    -0.97   0.331    -2.132662    .7190986
           7  |  -.2686882   .7966731    -0.34   0.736    -1.830139    1.292762
           8  |   .7630382   1.088852     0.70   0.483    -1.371072    2.897149
              |
        _cons |   4.624798   .5965095     7.75   0.000     3.455661    5.793935
--------------+----------------------------------------------------------------
      sigma_u |  2.3968551
      sigma_e |  1.3719397
          rho |  .75322069   (fraction of variance due to u_i)
-------------------------------------------------------------------------------

. set matsize 2000

. probit chuli ln i.type i.position_code i.rank_code i.timeid

note: 1.timeid != 0 predicts failure perfectly
      1.timeid dropped and 4 obs not used

note: 2.timeid != 0 predicts failure perfectly
      2.timeid dropped and 6 obs not used

note: 3.timeid != 0 predicts failure perfectly
      3.timeid dropped and 8 obs not used

note: 4.timeid != 0 predicts failure perfectly
      4.timeid dropped and 11 obs not used

note: 5.timeid != 0 predicts failure perfectly
      5.timeid dropped and 14 obs not used

note: 6.timeid != 0 predicts failure perfectly
      6.timeid dropped and 17 obs not used

note: 7.timeid != 0 predicts failure perfectly
      7.timeid dropped and 21 obs not used

note: 8.timeid != 0 predicts failure perfectly
      8.timeid dropped and 25 obs not used

note: 9.timeid != 0 predicts failure perfectly
      9.timeid dropped and 27 obs not used

note: 10.timeid != 0 predicts failure perfectly
      10.timeid dropped and 28 obs not used

note: 11.timeid != 0 predicts failure perfectly
      11.timeid dropped and 29 obs not used

note: 12.timeid != 0 predicts failure perfectly
      12.timeid dropped and 31 obs not used

note: 13.timeid != 0 predicts failure perfectly
      13.timeid dropped and 35 obs not used

note: 14.timeid != 0 predicts failure perfectly
      14.timeid dropped and 37 obs not used

note: 15.timeid != 0 predicts failure perfectly
      15.timeid dropped and 38 obs not used

note: 16.timeid != 0 predicts failure perfectly
      16.timeid dropped and 41 obs not used

note: 547.timeid omitted because of collinearity
Iteration 0:   log likelihood = -73352.793  
Iteration 1:   log likelihood =  -66763.64  
Iteration 2:   log likelihood = -66697.486  
Iteration 3:   log likelihood = -66697.059  
Iteration 4:   log likelihood = -66697.058  

Probit regression                               Number of obs     =    110,780
                                                LR chi2(547)      =   13311.47
                                                Prob > chi2       =     0.0000
Log likelihood = -66697.058                     Pseudo R2         =     0.0907

-------------------------------------------------------------------------------
        chuli |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
--------------+----------------------------------------------------------------
           ln |   .0518433   .0081415     6.37   0.000     .0358863    .0678003
              |
         type |
           2  |   .0090985   .0143899     0.63   0.527    -.0191052    .0373023
           3  |   1.683119   .0232994    72.24   0.000     1.637453    1.728785
           4  |  -.2967462   .0126719   -23.42   0.000    -.3215825   -.2719098
              |
position_code |
           2  |   .2787252   .0303079     9.20   0.000     .2193228    .3381276
           3  |   .8088788   .0288304    28.06   0.000     .7523723    .8653852
           4  |    .382406    .034144    11.20   0.000     .3154849     .449327
           5  |   .4546089   .0298276    15.24   0.000     .3961479    .5130698
           6  |    .341803   .0277657    12.31   0.000     .2873832    .3962228
              |
    rank_code |
           1  |  -.3816976   .0265345   -14.38   0.000    -.4337041    -.329691
           2  |  -.5402414   .0247531   -21.83   0.000    -.5887565   -.4917263
           3  |   .1101891   .0241598     4.56   0.000     .0628368    .1575414
           4  |  -.4111533   .0234617   -17.52   0.000    -.4571373   -.3651693
           5  |   .0462171   .0244842     1.89   0.059     -.001771    .0942051
           6  |   -.242294   .0308485    -7.85   0.000     -.302756   -.1818319
           7  |  -.2334461    .027133    -8.60   0.000    -.2866258   -.1802663
           8  |  -.0299331   .0388921    -0.77   0.442    -.1061601    .0462939
              |
       timeid |
           1  |          0  (empty)
           2  |          0  (empty)
           3  |          0  (empty)
           4  |          0  (empty)
           5  |          0  (empty)
           6  |          0  (empty)
           7  |          0  (empty)
           8  |          0  (empty)
           9  |          0  (empty)
          10  |          0  (empty)
          11  |          0  (empty)
          12  |          0  (empty)
          13  |          0  (empty)
          14  |          0  (empty)
          15  |          0  (empty)
          16  |          0  (empty)
          17  |  -1.793447   .4472908    -4.01   0.000    -2.670121   -.9167734
          18  |  -1.793515   .4468463    -4.01   0.000    -2.669317    -.917712
          19  |  -1.530245   .3739586    -4.09   0.000     -2.26319   -.7972995
          20  |  -1.172514   .2836875    -4.13   0.000    -1.728531   -.6164969
          21  |  -.8824645   .2492005    -3.54   0.000    -1.370888   -.3940405
          22  |  -.8990813   .2474322    -3.63   0.000     -1.38404    -.414123
          23  |  -.6318263   .2226345    -2.84   0.005    -1.068182   -.1954706
          24  |  -.4849057   .2137153    -2.27   0.023    -.9037801   -.0660313
          25  |  -.4501483   .2082787    -2.16   0.031    -.8583671   -.0419295
          26  |  -.4791874   .2064899    -2.32   0.020    -.8839001   -.0744747
          27  |  -.4218106   .2037968    -2.07   0.038     -.821245   -.0223762
          28  |  -.3887668   .1990876    -1.95   0.051    -.7789713    .0014376
          29  |  -.2767865    .195231    -1.42   0.156    -.6594323    .1058592
          30  |  -.2229884   .1932837    -1.15   0.249    -.6018175    .1558406
          31  |  -.1721489   .1918759    -0.90   0.370    -.5482187     .203921
          32  |  -.0242817   .1886409    -0.13   0.898    -.3940111    .3454477
          33  |  -.0655831   .1829331    -0.36   0.720    -.4241253    .2929591
          34  |  -.0655796   .1829332    -0.36   0.720     -.424122    .2929629
          35  |   -.065581   .1829332    -0.36   0.720    -.4241234    .2929614
          36  |  -.0210092   .1792554    -0.12   0.907    -.3723433    .3303249
          37  |  -.0210799   .1792538    -0.12   0.906    -.3724109    .3302512
          38  |  -.0210129   .1792552    -0.12   0.907    -.3723467    .3303208
          39  |  -.0210299   .1792558    -0.12   0.907    -.3723648     .330305
          40  |  -.0204445   .1776327    -0.12   0.908    -.3685982    .3277092
          41  |  -.0685936   .1768053    -0.39   0.698    -.4151255    .2779384
          42  |   -.026292   .1750017    -0.15   0.881    -.3692889     .316705
          43  |  -.0361294   .1743496    -0.21   0.836    -.3778483    .3055895
          44  |   .0254458   .1685667     0.15   0.880    -.3049388    .3558304
          45  |  -.0084292   .1704866    -0.05   0.961    -.3425769    .3257185
          46  |  -.0020368    .169767    -0.01   0.990    -.3347739    .3307004
          47  |   .0080726   .1679867     0.05   0.962    -.3211753    .3373205
          48  |  -.0648222   .1676799    -0.39   0.699    -.3934688    .2638244
          49  |   .0096789   .1665276     0.06   0.954    -.3167093     .336067
          50  |   .0160572   .1658598     0.10   0.923    -.3090221    .3411364
          51  |   .0099333   .1665327     0.06   0.952    -.3164649    .3363315
          52  |   .0468587   .1657492     0.28   0.777    -.2780037    .3717212
          53  |   .0468594   .1657484     0.28   0.777    -.2780015    .3717203
          54  |   .0463714   .1657341     0.28   0.780    -.2784615    .3712043
          55  |   .0301315   .1650158     0.18   0.855    -.2932935    .3535564
          56  |   .0040665   .1637415     0.02   0.980    -.3168609    .3249939
          57  |   .0698657   .1591378     0.44   0.661    -.2420387    .3817701
          58  |   .0929088   .1590343     0.58   0.559    -.2187927    .4046103
          59  |   .0944345   .1578999     0.60   0.550    -.2150436    .4039127
          60  |  -.0200152   .1567775    -0.13   0.898    -.3272935    .2872631
          61  |  -.0395572   .1556988    -0.25   0.799    -.3447212    .2656068
          62  |  -.0398006   .1556968    -0.26   0.798    -.3449608    .2653595
          63  |   -.018499   .1548673    -0.12   0.905    -.3220333    .2850354
          64  |  -.0010037   .1539739    -0.01   0.995     -.302787    .3007797
          65  |  -.0342244   .1525562    -0.22   0.822    -.3332291    .2647803
          66  |  -.0262934    .152669    -0.17   0.863    -.3255191    .2729322
          67  |  -.0252057   .1527007    -0.17   0.869    -.3244935    .2740821
          68  |  -.0210328   .1522163    -0.14   0.890    -.3193712    .2773056
          69  |  -.0262908   .1518002    -0.17   0.862    -.3238138    .2712322
          70  |  -.0408826   .1518896    -0.27   0.788    -.3385808    .2568157
          71  |  -.0132073   .1515119    -0.09   0.931    -.3101652    .2837506
          72  |   .0151081    .151076     0.10   0.920    -.2809955    .3112116
          73  |   .0361824   .1502669     0.24   0.810    -.2583353    .3307002
          74  |   .0030432   .1489257     0.02   0.984    -.2888458    .2949323
          75  |   .0105494   .1492662     0.07   0.944     -.282007    .3031058
          76  |   .0582804   .1487869     0.39   0.695    -.2333365    .3498973
          77  |   .1436232   .1471438     0.98   0.329    -.1447734    .4320198
          78  |   .1566305   .1441413     1.09   0.277    -.1258813    .4391422
          79  |   .1431855   .1471106     0.97   0.330     -.145146     .431517
          80  |   .1586161   .1456918     1.09   0.276    -.1269346    .4441667
          81  |   .1326655   .1476157     0.90   0.369     -.156656     .421987
          82  |   .1268274   .1472401     0.86   0.389     -.161758    .4154128
          83  |   .1196342   .1468612     0.81   0.415    -.1682086    .4074769
          84  |   .1063788   .1463929     0.73   0.467    -.1805461    .3933037
          85  |   .1060675   .1463982     0.72   0.469    -.1808676    .3930026
          86  |   .0887541   .1456112     0.61   0.542    -.1966387     .374147
          87  |   .0890728   .1456155     0.61   0.541    -.1963283    .3744739
          88  |    .089027   .1456148     0.61   0.541    -.1963727    .3744268
          89  |   .0889713    .145617     0.61   0.541    -.1964326    .3743753
          90  |   .1384722   .1452689     0.95   0.340    -.1462496     .423194
          91  |   .1321319   .1449665     0.91   0.362    -.1519972    .4162611
          92  |   .1739826   .1433546     1.21   0.225    -.1069873    .4549524
          93  |    .150581   .1446028     1.04   0.298    -.1328352    .4339973
          94  |   .1717637   .1439607     1.19   0.233    -.1103941    .4539215
          95  |   .1546555   .1434957     1.08   0.281    -.1265909    .4359019
          96  |   .1535938   .1434768     1.07   0.284    -.1276155    .4348031
          97  |   .1769144   .1432141     1.24   0.217      -.10378    .4576089
          98  |   .1595478   .1427344     1.12   0.264    -.1202066    .4393022
          99  |   .1613774   .1427631     1.13   0.258    -.1184331     .441188
         100  |   .1851138   .1427016     1.30   0.195    -.0945762    .4648039
         101  |   .1573574   .1415595     1.11   0.266    -.1200941     .434809
         102  |   .1537028   .1405369     1.09   0.274    -.1217444      .42915
         103  |   .0723653   .1385121     0.52   0.601    -.1991134    .3438441
         104  |   .0632453   .1381763     0.46   0.647    -.2075754    .3340659
         105  |    .064121   .1359959     0.47   0.637     -.202426     .330668
         106  |   .0320599   .1370261     0.23   0.815    -.2365063    .3006261
         107  |   .0396897   .1352855     0.29   0.769    -.2254651    .3048444
         108  |   .0474331   .1375631     0.34   0.730    -.2221856    .3170517
         109  |   .0459405   .1362819     0.34   0.736    -.2211671    .3130481
         110  |   .0638925   .1351493     0.47   0.636    -.2009952    .3287802
         111  |   .0696938   .1344624     0.52   0.604    -.1938477    .3332354
         112  |   .0336052   .1351492     0.25   0.804    -.2312824    .2984928
         113  |   .0419074   .1353845     0.31   0.757    -.2234414    .3072563
         114  |   .0357844   .1351281     0.26   0.791    -.2290618    .3006306
         115  |   .0359851   .1351322     0.27   0.790    -.2288692    .3008394
         116  |   .0286186   .1348502     0.21   0.832    -.2356829    .2929201
         117  |   .0438764   .1335781     0.33   0.743    -.2179319    .3056847
         118  |   .0698829   .1337523     0.52   0.601    -.1922669    .3320326
         119  |   .1047565   .1328415     0.79   0.430     -.155608    .3651211
         120  |   .0969687   .1332668     0.73   0.467    -.1642294    .3581669
         121  |   .1184109   .1328284     0.89   0.373     -.141928    .3787497
         122  |   .1314687   .1305323     1.01   0.314    -.1243699    .3873073
         123  |   .1161425   .1318519     0.88   0.378    -.1422825    .3745675
         124  |   .1123952    .132648     0.85   0.397    -.1475901    .3723806
         125  |    .146745   .1326348     1.11   0.269    -.1132144    .4067045
         126  |   .1372895   .1323351     1.04   0.300    -.1220826    .3966615
         127  |   .1477804   .1324469     1.12   0.265    -.1118107    .4073715
         128  |   .1160033   .1311219     0.88   0.376    -.1409908    .3729974
         129  |    .121419   .1292785     0.94   0.348    -.1319621    .3748001
         130  |   .1145631   .1288219     0.89   0.374    -.1379233    .3670494
         131  |   .1201098    .128815     0.93   0.351     -.132363    .3725826
         132  |    .093421   .1297264     0.72   0.471     -.160838    .3476801
         133  |   .1283213   .1288117     1.00   0.319     -.124145    .3807877
         134  |    .105024   .1301047     0.81   0.420    -.1499765    .3600244
         135  |    .137485   .1294242     1.06   0.288    -.1161818    .3911518
         136  |   .1180222    .129388     0.91   0.362    -.1355736    .3716181
         137  |   .1001477    .131274     0.76   0.446    -.1571446    .3574401
         138  |   .0847667   .1307562     0.65   0.517    -.1715108    .3410443
         139  |   .0840624   .1307469     0.64   0.520    -.1721968    .3403216
         140  |   .0798742   .1299052     0.61   0.539    -.1747354    .3344838
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         373  |  -.0155478   .1128708    -0.14   0.890    -.2367705    .2056749
         374  |  -.0148612   .1128725    -0.13   0.895    -.2360872    .2063648
         375  |  -.0144691   .1128731    -0.13   0.898    -.2356964    .2067581
         376  |  -.0117799   .1127584    -0.10   0.917    -.2327824    .2092226
         377  |  -.0088633   .1126379    -0.08   0.937    -.2296296     .211903
         378  |  -.0086863   .1123637    -0.08   0.938     -.228915    .2115425
         379  |  -.0088279   .1104877    -0.08   0.936    -.2253798    .2077241
         380  |  -.0098266   .1091866    -0.09   0.928    -.2238285    .2041753
         381  |  -.0070075   .1115959    -0.06   0.950    -.2257313    .2117164
         382  |  -.0078209   .1126442    -0.07   0.945    -.2285994    .2129577
         383  |   .0031688   .1116878     0.03   0.977    -.2157353    .2220728
         384  |  -.0051745   .1120322    -0.05   0.963    -.2247535    .2144045
         385  |  -.0077564    .112132    -0.07   0.945    -.2275311    .2120183
         386  |    .002433   .1117994     0.02   0.983    -.2166898    .2215557
         387  |   .0106999    .111526     0.10   0.924     -.207887    .2292868
         388  |  -.0170047   .1122716    -0.15   0.880    -.2370531    .2030437
         389  |  -.0053888   .1120272    -0.05   0.962    -.2249581    .2141804
         390  |  -.0183324   .1123697    -0.16   0.870     -.238573    .2019082
         391  |   -.018017   .1123709    -0.16   0.873    -.2382599     .202226
         392  |  -.0092105   .1121347    -0.08   0.935    -.2289905    .2105695
         393  |  -.0244259   .1119721    -0.22   0.827    -.2438873    .1950354
         394  |  -.0173643   .1122583    -0.15   0.877    -.2373865    .2026578
         395  |  -.0121326   .1119258    -0.11   0.914    -.2315031     .207238
         396  |  -.0234585   .1122605    -0.21   0.834    -.2434849     .196568
         397  |    -.02312   .1122654    -0.21   0.837     -.243156    .1969161
         398  |   -.024975   .1120449    -0.22   0.824     -.244579    .1946289
         399  |  -.0332756   .1120214    -0.30   0.766    -.2528335    .1862823
         400  |   -.019735   .1118324    -0.18   0.860    -.2389224    .1994525
         401  |  -.0226117   .1117757    -0.20   0.840     -.241688    .1964647
         402  |  -.0354644   .1100639    -0.32   0.747    -.2511857    .1802568
         403  |  -.0279956   .1115886    -0.25   0.802    -.2467054    .1907141
         404  |  -.0340301   .1118641    -0.30   0.761    -.2532797    .1852196
         405  |  -.0365886    .111974    -0.33   0.744    -.2560537    .1828764
         406  |  -.0386482   .1119731    -0.35   0.730    -.2581115     .180815
         407  |  -.0363905    .111976    -0.32   0.745    -.2558594    .1830784
         408  |   -.037726    .111572    -0.34   0.735    -.2564031    .1809511
         409  |  -.0376607    .111971    -0.34   0.737    -.2571198    .1817983
         410  |  -.0543236   .1116976    -0.49   0.627     -.273247    .1645997
         411  |  -.0193247   .1111306    -0.17   0.862    -.2371366    .1984873
         412  |  -.0558794   .1117628    -0.50   0.617    -.2749304    .1631716
         413  |  -.0510142   .1116615    -0.46   0.648    -.2698667    .1678382
         414  |  -.0529768   .1115669    -0.47   0.635    -.2716439    .1656902
         415  |  -.0627713    .111582    -0.56   0.574     -.281468    .1559254
         416  |  -.0640254     .11158    -0.57   0.566    -.2827181    .1546674
         417  |  -.0598602   .1112062    -0.54   0.590    -.2778203       .1581
         418  |  -.0481668    .109207    -0.44   0.659    -.2622086     .165875
         419  |   -.056353   .1105505    -0.51   0.610     -.273028     .160322
         420  |  -.0413965   .1105903    -0.37   0.708    -.2581495    .1753564
         421  |  -.0463736   .1107708    -0.42   0.675    -.2634803    .1707331
         422  |  -.0553045   .1109643    -0.50   0.618    -.2727906    .1621816
         423  |  -.0251839   .1104281    -0.23   0.820    -.2416189    .1912512
         424  |   -.039908   .1096945    -0.36   0.716    -.2549052    .1750892
         425  |  -.0667221   .1105288    -0.60   0.546    -.2833545    .1499103
         426  |  -.0696124    .110976    -0.63   0.530    -.2871214    .1478966
         427  |  -.0590579   .1107212    -0.53   0.594    -.2760675    .1579516
         428  |  -.0240261   .1097135    -0.22   0.827    -.2390605    .1910083
         429  |  -.0305828   .1087253    -0.28   0.778    -.2436804    .1825148
         430  |  -.0298397   .1088406    -0.27   0.784    -.2431632    .1834839
         431  |   .0167918   .1093392     0.15   0.878    -.1975091    .2310927
         432  |  -.0043136    .108574    -0.04   0.968    -.2171146    .2084875
         433  |   .0136952   .1093369     0.13   0.900    -.2006011    .2279915
         434  |   .0048682   .1105746     0.04   0.965    -.2118539    .2215904
         435  |  -.0136587   .1111751    -0.12   0.902     -.231558    .2042406
         436  |  -.0110989   .1110618    -0.10   0.920    -.2287759    .2065782
         437  |  -.0140848   .1111728    -0.13   0.899    -.2319794    .2038098
         438  |  -.0136369   .1111748    -0.12   0.902    -.2315355    .2042617
         439  |  -.0136678   .1111721    -0.12   0.902    -.2315611    .2042255
         440  |  -.0330671   .1095094    -0.30   0.763    -.2477016    .1815674
         441  |  -.0153462   .1106048    -0.14   0.890    -.2321276    .2014353
         442  |  -.0139675   .1111679    -0.13   0.900    -.2318525    .2039175
         443  |   .0008982   .1106941     0.01   0.994    -.2160583    .2178547
         444  |  -.0269485   .1105536    -0.24   0.807    -.2436296    .1897325
         445  |  -.0059878   .1105325    -0.05   0.957    -.2226274    .2106519
         446  |  -.0213162   .1104232    -0.19   0.847    -.2377416    .1951092
         447  |  -.0238625   .1091892    -0.22   0.827    -.2378694    .1901445
         448  |  -.0063208   .1095322    -0.06   0.954        -.221    .2083584
         449  |  -.0049318   .1107675    -0.04   0.964     -.222032    .2121685
         450  |  -.0172821   .1110825    -0.16   0.876    -.2349998    .2004356
         451  |  -.0187647    .110889    -0.17   0.866     -.236103    .1985737
         452  |  -.0214474   .1109893    -0.19   0.847    -.2389824    .1960876
         453  |  -.0256544   .1102114    -0.23   0.816    -.2416648    .1903559
         454  |  -.0402716   .1104299    -0.36   0.715    -.2567102     .176167
         455  |  -.0382636   .1088561    -0.35   0.725    -.2516176    .1750905
         456  |  -.0201521   .1104086    -0.18   0.855     -.236549    .1962448
         457  |  -.0280264   .1108266    -0.25   0.800    -.2452426    .1891898
         458  |  -.0316678    .110575    -0.29   0.775    -.2483909    .1850553
         459  |  -.0297216    .110822    -0.27   0.789    -.2469288    .1874856
         460  |  -.0114001   .1103384    -0.10   0.918    -.2276594    .2048593
         461  |  -.0372788   .1093281    -0.34   0.733    -.2515579    .1770004
         462  |  -.0396192    .109876    -0.36   0.718    -.2549723    .1757339
         463  |   -.036439   .1104957    -0.33   0.742    -.2530067    .1801287
         464  |    .000736   .1095112     0.01   0.995     -.213902     .215374
         465  |  -.0092407   .1097042    -0.08   0.933     -.224257    .2057755
         466  |  -.0282594   .1095476    -0.26   0.796    -.2429686    .1864499
         467  |  -.0084345   .1097375    -0.08   0.939     -.223516    .2066471
         468  |   .0122128   .1082269     0.11   0.910     -.199908    .2243335
         469  |  -.0436823   .1086667    -0.40   0.688    -.2566651    .1693004
         470  |   -.007108   .1097979    -0.06   0.948     -.222308     .208092
         471  |  -.0245752    .109362    -0.22   0.822    -.2389207    .1897703
         472  |  -.0082741   .1100664    -0.08   0.940    -.2240003    .2074522
         473  |  -.0081022   .1095143    -0.07   0.941    -.2227463    .2065419
         474  |   .0160505   .1091798     0.15   0.883    -.1979379    .2300389
         475  |  -.0294008   .1095309    -0.27   0.788    -.2440775    .1852758
         476  |   -.051182   .1081287    -0.47   0.636    -.2631103    .1607463
         477  |  -.0479492   .1094351    -0.44   0.661    -.2624381    .1665396
         478  |  -.0155969   .1101339    -0.14   0.887    -.2314554    .2002616
         479  |  -.0041715   .1096656    -0.04   0.970    -.2191122    .2107692
         480  |  -.0150282   .1056638    -0.14   0.887    -.2221255     .192069
         481  |    .007873   .1067413     0.07   0.941    -.2013361    .2170821
         482  |  -.0173651   .1103143    -0.16   0.875    -.2335772     .198847
         483  |  -.0266372   .1092798    -0.24   0.807    -.2408217    .1875474
         484  |  -.0125499    .109188    -0.11   0.908    -.2265545    .2014547
         485  |  -.0191596   .1085029    -0.18   0.860    -.2318215    .1935023
         486  |   .0234856   .1082587     0.22   0.828    -.1886974    .2356687
         487  |  -.0150818   .1082379    -0.14   0.889    -.2272242    .1970606
         488  |  -.0155519   .1099105    -0.14   0.887    -.2309725    .1998687
         489  |  -.0234099   .1081669    -0.22   0.829    -.2354131    .1885933
         490  |  -.0209496   .1097657    -0.19   0.849    -.2360864    .1941872
         491  |  -.0367556   .1097691    -0.33   0.738    -.2518992    .1783879
         492  |  -.0101938   .1098982    -0.09   0.926    -.2255904    .2052028
         493  |  -.0157871   .1091623    -0.14   0.885    -.2297412     .198167
         494  |  -.0459964   .1086435    -0.42   0.672    -.2589338     .166941
         495  |   -.005851   .1084802    -0.05   0.957    -.2184684    .2067663
         496  |  -.0104238   .1096832    -0.10   0.924     -.225399    .2045514
         497  |   -.027078   .1092193    -0.25   0.804    -.2411439    .1869879
         498  |  -.0004066   .1077423    -0.00   0.997    -.2115777    .2107645
         499  |   -.042897   .1082646    -0.40   0.692    -.2550916    .1692976
         500  |  -.0127475   .1081129    -0.12   0.906    -.2246448    .1991499
         501  |  -.0290973   .1092595    -0.27   0.790    -.2432419    .1850474
         502  |  -.0500504   .1094001    -0.46   0.647    -.2644707    .1643698
         503  |  -.0468415   .1099079    -0.43   0.670     -.262257     .168574
         504  |   -.051962   .1086564    -0.48   0.632    -.2649246    .1610005
         505  |  -.0607709    .108209    -0.56   0.574    -.2728565    .1513148
         506  |  -.0406601   .1096995    -0.37   0.711    -.2556671    .1743469
         507  |  -.0100753   .1086658    -0.09   0.926    -.2230565    .2029058
         508  |  -.0333733   .1088373    -0.31   0.759    -.2466904    .1799438
         509  |  -.0153591   .1089639    -0.14   0.888    -.2289243    .1982062
         510  |  -.0044435   .1083244    -0.04   0.967    -.2167554    .2078685
         511  |  -.0338644   .1086674    -0.31   0.755    -.2468487    .1791198
         512  |  -.0298884   .1096368    -0.27   0.785    -.2447726    .1849958
         513  |   -.045444   .1091568    -0.42   0.677    -.2593874    .1684994
         514  |  -.0352125   .1091609    -0.32   0.747    -.2491638    .1787388
         515  |  -.0291864   .1070345    -0.27   0.785    -.2389701    .1805974
         516  |  -.0500179   .1075934    -0.46   0.642    -.2608972    .1608614
         517  |  -.0392489   .1093887    -0.36   0.720    -.2536468    .1751491
         518  |  -.0137604   .1089529    -0.13   0.899    -.2273041    .1997832
         519  |   -.029611   .1092583    -0.27   0.786    -.2437533    .1845313
         520  |  -.0248381   .1082486    -0.23   0.819    -.2370014    .1873252
         521  |  -.0122577   .1079735    -0.11   0.910    -.2238819    .1993666
         522  |  -.0346286   .1095222    -0.32   0.752    -.2492882    .1800311
         523  |  -.0412814   .1085846    -0.38   0.704    -.2541033    .1715405
         524  |  -.0219834   .1081422    -0.20   0.839    -.2339383    .1899715
         525  |   -.036066   .1084708    -0.33   0.740    -.2486648    .1765328
         526  |  -.0400102    .108466    -0.37   0.712    -.2525997    .1725793
         527  |  -.0030152   .1076877    -0.03   0.978    -.2140792    .2080487
         528  |    .019222   .1069628     0.18   0.857    -.1904212    .2288652
         529  |  -.0209761    .108633    -0.19   0.847    -.2338928    .1919407
         530  |  -.0402276   .1093124    -0.37   0.713     -.254476    .1740208
         531  |  -.0188175   .1078391    -0.17   0.861    -.2301782    .1925432
         532  |  -.0618515   .1078784    -0.57   0.566    -.2732893    .1495862
         533  |  -.0216241   .1083607    -0.20   0.842    -.2340072     .190759
         534  |  -.0326481   .1063095    -0.31   0.759    -.2410108    .1757147
         535  |   -.048367   .1080154    -0.45   0.654    -.2600733    .1633393
         536  |  -.0345805    .107522    -0.32   0.748    -.2453198    .1761588
         537  |  -.0622452   .1083061    -0.57   0.565    -.2745214    .1500309
         538  |    -.04541     .10764    -0.42   0.673    -.2563805    .1655606
         539  |   .0018067   .1058382     0.02   0.986    -.2056324    .2092458
         540  |  -.0543465   .1062759    -0.51   0.609    -.2626434    .1539504
         541  |  -.0481384   .1077467    -0.45   0.655     -.259318    .1630412
         542  |  -.0529449   .1072134    -0.49   0.621    -.2630794    .1571896
         543  |  -.0271775   .1068718    -0.25   0.799    -.2366424    .1822874
         544  |   -.047401   .1074961    -0.44   0.659    -.2580895    .1632874
         545  |  -.0228215    .107214    -0.21   0.831    -.2329571     .187314
         546  |  -.0446205   .1056866    -0.42   0.673    -.2517624    .1625214
         547  |          0  (omitted)
              |
        _cons |  -.8623107   .0872454    -9.88   0.000    -1.033309   -.6913129
-------------------------------------------------------------------------------

. 
. **==============Interaction=====================
. gen dummy=0

. replace dummy=1 if rain_2>50   //>12 hours 小雨
(11,976 real changes made)

. gen interaction=ln(dailyhat)*dummy
(52,009 missing values generated)

. 
. 
. char   type[omit] 1 

. xtreg discipline ln i.type i.position_code i.rank_code interaction

Random-effects GLS regression                   Number of obs     =    109,565
Group variable: id                              Number of groups  =        429

R-sq:                                           Obs per group:
     within  = 0.0004                                         min =          1
     between = 0.3845                                         avg =      255.4
     overall = 0.3692                                         max =        547

                                                Wald chi2(18)     =     302.69
corr(u_i, X)   = 0 (assumed)                    Prob > chi2       =     0.0000

-------------------------------------------------------------------------------
   discipline |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
--------------+----------------------------------------------------------------
           ln |   .0285389    .013044     2.19   0.029     .0029732    .0541047
              |
         type |
           2  |   -3.47314     .31365   -11.07   0.000    -4.087882   -2.858397
           3  |  -1.649554   .4953286    -3.33   0.001    -2.620381   -.6787282
           4  |  -3.857999   .3137192   -12.30   0.000    -4.472877   -3.243121
              |
position_code |
           2  |    1.72346   .8922294     1.93   0.053    -.0252773    3.472198
           3  |   1.795357   .8710914     2.06   0.039      .088049    3.502665
           4  |   1.642363   .8994691     1.83   0.068    -.1205637     3.40529
           5  |   1.438796    .883225     1.63   0.103    -.2922931    3.169885
           6  |   2.189496   .8423346     2.60   0.009     .5385501    3.840441
              |
    rank_code |
           1  |   -.429056   .7008034    -0.61   0.540    -1.802605    .9444934
           2  |  -.7643988    .651323    -1.17   0.241    -2.040968    .5121707
           3  |  -.5080451    .674027    -0.75   0.451    -1.829114    .8130235
           4  |   -.757391   .6572075    -1.15   0.249    -2.045494     .530712
           5  |  -.1883413   .6771148    -0.28   0.781    -1.515462    1.138779
           6  |  -.6308883   .7281725    -0.87   0.386     -2.05808    .7963036
           7  |  -.2324272   .7972456    -0.29   0.771       -1.795    1.330146
           8  |   .8503931   1.089747     0.78   0.435    -1.285472    2.986258
              |
  interaction |   .0121404   .0026038     4.66   0.000     .0070371    .0172437
        _cons |   4.752013    .597535     7.95   0.000     3.580866     5.92316
--------------+----------------------------------------------------------------
      sigma_u |  2.3984997
      sigma_e |  1.3718108
          rho |  .75351051   (fraction of variance due to u_i)
-------------------------------------------------------------------------------

. 
. set matsize 2000

. probit chuli ln i.type i.position_code i.rank_code interaction i.timeid

note: 1.timeid != 0 predicts failure perfectly
      1.timeid dropped and 4 obs not used

note: 2.timeid != 0 predicts failure perfectly
      2.timeid dropped and 6 obs not used

note: 3.timeid != 0 predicts failure perfectly
      3.timeid dropped and 8 obs not used

note: 4.timeid != 0 predicts failure perfectly
      4.timeid dropped and 11 obs not used

note: 5.timeid != 0 predicts failure perfectly
      5.timeid dropped and 14 obs not used

note: 6.timeid != 0 predicts failure perfectly
      6.timeid dropped and 17 obs not used

note: 7.timeid != 0 predicts failure perfectly
      7.timeid dropped and 21 obs not used

note: 8.timeid != 0 predicts failure perfectly
      8.timeid dropped and 25 obs not used

note: 9.timeid != 0 predicts failure perfectly
      9.timeid dropped and 27 obs not used

note: 10.timeid != 0 predicts failure perfectly
      10.timeid dropped and 28 obs not used

note: 11.timeid != 0 predicts failure perfectly
      11.timeid dropped and 29 obs not used

note: 12.timeid != 0 predicts failure perfectly
      12.timeid dropped and 31 obs not used

note: 13.timeid != 0 predicts failure perfectly
      13.timeid dropped and 35 obs not used

note: 14.timeid != 0 predicts failure perfectly
      14.timeid dropped and 37 obs not used

note: 15.timeid != 0 predicts failure perfectly
      15.timeid dropped and 38 obs not used

note: 16.timeid != 0 predicts failure perfectly
      16.timeid dropped and 41 obs not used

note: 547.timeid omitted because of collinearity
Iteration 0:   log likelihood = -73352.793  
Iteration 1:   log likelihood = -66737.803  
Iteration 2:   log likelihood = -66671.481  
Iteration 3:   log likelihood = -66671.051  
Iteration 4:   log likelihood =  -66671.05  

Probit regression                               Number of obs     =    110,780
                                                LR chi2(548)      =   13363.48
                                                Prob > chi2       =     0.0000
Log likelihood =  -66671.05                     Pseudo R2         =     0.0911

-------------------------------------------------------------------------------
        chuli |      Coef.   Std. Err.      z    P>|z|     [95% Conf. Interval]
--------------+----------------------------------------------------------------
           ln |   .0330825   .0085341     3.88   0.000      .016356     .049809
              |
         type |
           2  |   .0342418   .0147943     2.31   0.021     .0052454    .0632382
           3  |   1.684822   .0233053    72.29   0.000     1.639145    1.730499
           4  |  -.2963409   .0126734   -23.38   0.000    -.3211804   -.2715014
              |
position_code |
           2  |   .2731151   .0303124     9.01   0.000     .2137039    .3325263
           3  |   .8314362   .0289925    28.68   0.000     .7746119    .8882606
           4  |    .364357   .0342222    10.65   0.000     .2972828    .4314313
           5  |   .4443098   .0298577    14.88   0.000     .3857897    .5028298
           6  |   .3521277   .0277939    12.67   0.000     .2976527    .4066027
              |
    rank_code |
           1  |  -.3558431   .0267677   -13.29   0.000    -.4083069   -.3033794
           2  |    -.55821    .024878   -22.44   0.000    -.6069699   -.5094501
           3  |   .1185189   .0241806     4.90   0.000     .0711259    .1659119
           4  |  -.4077332   .0234611   -17.38   0.000     -.453716   -.3617503
           5  |   .0534886    .024498     2.18   0.029     .0054734    .1015039
           6  |  -.1978133   .0314354    -6.29   0.000    -.2594255   -.1362011
           7  |  -.2145865   .0272528    -7.87   0.000    -.2680011   -.1611719
           8  |   .0216699   .0395004     0.55   0.583    -.0557495    .0990892
              |
  interaction |   .0170002   .0023546     7.22   0.000     .0123853    .0216151
              |
       timeid |
           1  |          0  (empty)
           2  |          0  (empty)
           3  |          0  (empty)
           4  |          0  (empty)
           5  |          0  (empty)
           6  |          0  (empty)
           7  |          0  (empty)
           8  |          0  (empty)
           9  |          0  (empty)
          10  |          0  (empty)
          11  |          0  (empty)
          12  |          0  (empty)
          13  |          0  (empty)
          14  |          0  (empty)
          15  |          0  (empty)
          16  |          0  (empty)
          17  |  -1.782951    .449632    -3.97   0.000    -2.664213   -.9016882
          18  |   -1.77386    .447999    -3.96   0.000    -2.651922    -.895798
          19  |  -1.516086   .3739024    -4.05   0.000    -2.248921   -.7832505
          20  |  -1.156364   .2838292    -4.07   0.000    -1.712659   -.6000691
          21  |  -.8603185   .2493035    -3.45   0.001    -1.348944   -.3716927
          22  |  -.8771562   .2475217    -3.54   0.000     -1.36229   -.3920227
          23  |  -.6093634   .2227402    -2.74   0.006    -1.045926   -.1728007
          24  |  -.4627258   .2137631    -2.16   0.030    -.8816939   -.0437578
          25  |  -.4279655   .2083278    -2.05   0.040    -.8362806   -.0196505
          26  |  -.4572269   .2065406    -2.21   0.027     -.862039   -.0524148
          27  |  -.3990968   .2038831    -1.96   0.050    -.7987004    .0005068
          28  |  -.3660687   .1991781    -1.84   0.066    -.7564506    .0243131
          29  |  -.2552529   .1952727    -1.31   0.191    -.6379804    .1274746
          30  |  -.2014595    .193328    -1.04   0.297    -.5803754    .1774564
          31  |  -.1505745    .191904    -0.78   0.433    -.5266994    .2255504
          32  |  -.0026542   .1886728    -0.01   0.989     -.372446    .3671376
          33  |  -.0438533   .1829747    -0.24   0.811    -.4024771    .3147705
          34  |   -.043851   .1829748    -0.24   0.811     -.402475     .314773
          35  |   -.043852   .1829748    -0.24   0.811    -.4024759     .314772
          36  |   .0008634   .1793044     0.00   0.996    -.3505667    .3522935
          37  |   .0008184   .1793034     0.00   0.996    -.3506098    .3522466
          38  |   .0008611   .1793043     0.00   0.996    -.3505688     .352291
          39  |   .0008502   .1793046     0.00   0.996    -.3505804    .3522809
          40  |  -.0119208   .1779448    -0.07   0.947    -.3606862    .3368447
          41  |   -.044122   .1769083    -0.25   0.803    -.3908558    .3026119
          42  |  -.0102699   .1749845    -0.06   0.953    -.3532333    .3326935
          43  |  -.0151935   .1743637    -0.09   0.931    -.3569402    .3265531
          44  |   .0303494   .1687191     0.18   0.857     -.300334    .3610329
          45  |   .0122815   .1705257     0.07   0.943    -.3219427    .3465057
          46  |   .0150894   .1699508     0.09   0.929    -.3180081    .3481869
          47  |   .0257455   .1679966     0.15   0.878    -.3035218    .3550128
          48  |  -.0445124   .1677059    -0.27   0.791    -.3732101    .2841852
          49  |   .0315658   .1665868     0.19   0.850    -.2949382    .3580699
          50  |   .0331195   .1660159     0.20   0.842    -.2922657    .3585047
          51  |   .0317285   .1665899     0.19   0.849    -.2947816    .3582387
          52  |   .0686591   .1658059     0.41   0.679    -.2563145    .3936328
          53  |   .0686596   .1658054     0.41   0.679     -.256313    .3936323
          54  |    .066536    .165727     0.40   0.688     -.258283     .391355
          55  |   .0525574   .1650858     0.32   0.750    -.2710049    .3761197
          56  |   .0263879    .163807     0.16   0.872    -.2946679    .3474438
          57  |   .0857504   .1593142     0.54   0.590    -.2264997    .3980004
          58  |   .1104706    .159259     0.69   0.488    -.2016713    .4226125
          59  |   .1026839   .1579296     0.65   0.516    -.2068526    .4122203
          60  |   .0026703   .1568508     0.02   0.986    -.3047516    .3100922
          61  |  -.0172761   .1557661    -0.11   0.912    -.3225721    .2880199
          62  |  -.0174318    .155765    -0.11   0.911    -.3227257     .287862
          63  |   .0037877   .1549347     0.02   0.980    -.2998787    .3074541
          64  |   .0175927   .1540183     0.11   0.909    -.2842777     .319463
          65  |  -.0256499   .1524267    -0.17   0.866    -.3244006    .2731009
          66  |  -.0037848   .1527394    -0.02   0.980    -.3031484    .2955789
          67  |  -.0030825   .1527587    -0.02   0.984    -.3024841    .2963191
          68  |  -.0011392   .1522209    -0.01   0.994    -.2994866    .2972082
          69  |  -.0041701   .1518678    -0.03   0.978    -.3018256    .2934853
          70  |  -.0187063   .1519497    -0.12   0.902    -.3165223    .2791097
          71  |   .0090191   .1515763     0.06   0.953    -.2880649    .3061031
          72  |   .0373107   .1511361     0.25   0.805    -.2589106    .3335319
          73  |   .0575377   .1502931     0.38   0.702    -.2370314    .3521068
          74  |   .0246698   .1489463     0.17   0.868    -.2672597    .3165992
          75  |    .032975   .1493311     0.22   0.825    -.2597086    .3256585
          76  |   .0794111    .148808     0.53   0.594    -.2122472    .3710693
          77  |   .1548751   .1472054     1.05   0.293    -.1336422    .4433924
          78  |   .1617859   .1444017     1.12   0.263    -.1212363    .4448081
          79  |   .1594707    .147238     1.08   0.279    -.1291105    .4480518
          80  |   .1629878   .1456494     1.12   0.263    -.1224797    .4484554
          81  |   .1567092   .1477119     1.06   0.289    -.1328007    .4462192
          82  |   .1493932   .1473111     1.01   0.311    -.1393313    .4381177
          83  |   .1422482   .1469366     0.97   0.333    -.1457422    .4302385
          84  |   .1289562   .1464677     0.88   0.379    -.1581152    .4160276
          85  |   .1282526   .1464989     0.88   0.381    -.1588799    .4153851
          86  |   .1113746   .1456871     0.76   0.445    -.1741669     .396916
          87  |   .1115785   .1456895     0.77   0.444    -.1739677    .3971248
          88  |   .1115493   .1456891     0.77   0.444    -.1739962    .3970948
          89  |   .1115137   .1456906     0.77   0.444    -.1740346    .3970619
          90  |   .1609939   .1453391     1.11   0.268    -.1238654    .4458533
          91  |   .1534931   .1449927     1.06   0.290    -.1306874    .4376736
          92  |   .1935595   .1434894     1.35   0.177    -.0876745    .4747936
          93  |   .1659469   .1446835     1.15   0.251    -.1176276    .4495213
          94  |   .1946276   .1440362     1.35   0.177    -.0876782    .4769334
          95  |   .1773253    .143563     1.24   0.217    -.1040531    .4587037
          96  |   .1752864   .1435101     1.22   0.222    -.1059881     .456561
          97  |   .2002745   .1432955     1.40   0.162    -.0805796    .4811286
          98  |   .1828683   .1428152     1.28   0.200    -.0970444     .462781
          99  |   .1840403   .1428319     1.29   0.198     -.095905    .4639856
         100  |   .2076759   .1427701     1.45   0.146    -.0721484    .4875002
         101  |   .1799225   .1416288     1.27   0.204    -.0976649    .4575098
         102  |   .1755345   .1405978     1.25   0.212    -.1000321     .451101
         103  |   .0954913   .1385946     0.69   0.491    -.1761492    .3671318
         104  |   .0836061   .1382415     0.60   0.545    -.1873422    .3545545
         105  |   .0797934   .1360687     0.59   0.558    -.1868963    .3464831
         106  |   .0460874   .1370942     0.34   0.737    -.2226122    .3147871
         107  |   .0420637   .1354542     0.31   0.756    -.2234216     .307549
         108  |   .0701724   .1376369     0.51   0.610     -.199591    .3399357
         109  |   .0684927    .136356     0.50   0.615    -.1987601    .3357455
         110  |   .0803003   .1352717     0.59   0.553    -.1848274     .345428
         111  |   .0821909   .1345438     0.61   0.541    -.1815101    .3458918
         112  |   .0581365   .1352391     0.43   0.667    -.2069273    .3232003
         113  |   .0633063   .1354332     0.47   0.640     -.202138    .3287506
         114  |   .0585117   .1352049     0.43   0.665     -.206485    .3235084
         115  |   .0586397   .1352074     0.43   0.665    -.2063618    .3236413
         116  |   .0512233   .1349271     0.38   0.704    -.2132289    .3156756
         117  |   .0674014   .1336718     0.50   0.614    -.1945905    .3293932
         118  |   .0893441   .1337843     0.67   0.504    -.1728683    .3515564
         119  |   .1136147   .1329908     0.85   0.393    -.1470426    .3742719
         120  |   .1165881    .133316     0.87   0.382    -.1447064    .3778826
         121  |   .1366315   .1329137     1.03   0.304    -.1238746    .3971377
         122  |    .132036   .1306759     1.01   0.312     -.124084    .3881561
         123  |   .1244961   .1320032     0.94   0.346    -.1342255    .3832177
         124  |   .1266284   .1327815     0.95   0.340    -.1336186    .3868754
         125  |   .1660038   .1327404     1.25   0.211    -.0941625    .4261701
         126  |   .1579112   .1324199     1.19   0.233     -.101627    .4174494
         127  |   .1593563   .1325819     1.20   0.229    -.1004995    .4192121
         128  |   .1114202    .131169     0.85   0.396    -.1456663    .3685068
         129  |    .129057   .1292449     1.00   0.318    -.1242584    .3823724
         130  |   .1168111    .128853     0.91   0.365     -.135736    .3693583
         131  |   .1328711   .1289148     1.03   0.303    -.1197972    .3855394
         132  |   .0918203   .1298047     0.71   0.479    -.1625924    .3462329
         133  |   .1366103   .1288823     1.06   0.289    -.1159944     .389215
         134  |   .1203837    .130217     0.92   0.355    -.1348368    .3756043
         135  |   .1543823   .1294635     1.19   0.233    -.0993614     .408126
         136  |   .1315625   .1295185     1.02   0.310    -.1222891    .3854141
         137  |   .1226394   .1313502     0.93   0.350    -.1348023     .380081
         138  |   .1075243   .1308373     0.82   0.411    -.1489122    .3639608
         139  |   .1070756    .130832     0.82   0.413    -.1493504    .3635016
         140  |   .0997494   .1299644     0.77   0.443    -.1549762    .3544751
         141  |   .0354206   .1261492     0.28   0.779    -.2118273    .2826685
         142  |   .0123813   .1257415     0.10   0.922    -.2340674    .2588301
         143  |   .0773611    .127025     0.61   0.543    -.1716034    .3263256
         144  |    .049747   .1278841     0.39   0.697    -.2009013    .3003953
         145  |   .0146877   .1279005     0.11   0.909    -.2359926     .265368
         146  |   .0149334   .1273846     0.12   0.907    -.2347357    .2646026
         147  |   .0089204   .1272066     0.07   0.944    -.2403999    .2582407
         148  |    .016213   .1273752     0.13   0.899    -.2334377    .2658637
         149  |     .01732   .1264679     0.14   0.891    -.2305525    .2651924
         150  |   .0028301   .1263344     0.02   0.982    -.2447808     .250441
         151  |    .002699   .1272053     0.02   0.983    -.2466188    .2520167
         152  |   .0078296   .1265235     0.06   0.951     -.240152    .2558111
         153  |   .0327023   .1272717     0.26   0.797    -.2167456    .2821503
         154  |   .0041281    .126581     0.03   0.974     -.243966    .2522222
         155  |  -.0034241   .1260284    -0.03   0.978    -.2504353    .2435871
         156  |   .0087355   .1246879     0.07   0.944    -.2356483    .2531193
         157  |   .0917863   .1238895     0.74   0.459    -.1510327    .3346052
         158  |   .1148494   .1246207     0.92   0.357    -.1294028    .3591015
         159  |   .0991659   .1256502     0.79   0.430     -.147104    .3454358
         160  |   .1093689   .1250887     0.87   0.382    -.1358006    .3545383
         161  |   .0999325   .1247024     0.80   0.423    -.1444796    .3443446
         162  |   .0966102   .1255376     0.77   0.442    -.1494389    .3426594
         163  |   .0674072   .1234033     0.55   0.585    -.1744588    .3092732
         164  |   .1150906   .1238277     0.93   0.353    -.1276073    .3577885
         165  |   .0829019   .1232673     0.67   0.501    -.1586976    .3245014
         166  |   .0901915   .1236469     0.73   0.466    -.1521519    .3325349
         167  |   .0844942   .1244875     0.68   0.497    -.1594969    .3284853
         168  |   .1328431    .123304     1.08   0.281    -.1088284    .3745145
         169  |   .1104684   .1220319     0.91   0.365    -.1287098    .3496466
         170  |   .0841513   .1233667     0.68   0.495     -.157643    .3259457
         171  |   .0983021   .1253651     0.78   0.433    -.1474089    .3440132
         172  |   .0392929   .1231256     0.32   0.750    -.2020288    .2806146
         173  |    .052442   .1233828     0.43   0.671    -.1893839    .2942679
         174  |   .0089069   .1196698     0.07   0.941    -.2256416    .2434554
         175  |   .0321118   .1231765     0.26   0.794    -.2093097    .2735333
         176  |   .0159089   .1231999     0.13   0.897    -.2255584    .2573761
         177  |   .0418392   .1233534     0.34   0.734    -.1999289    .2836074
         178  |   .0803595   .1237426     0.65   0.516    -.1621716    .3228907
         179  |   .0299764   .1221224     0.25   0.806    -.2093791    .2693318
         180  |   .0141127   .1218337     0.12   0.908     -.224677    .2529023
         181  |   .0594819   .1228054     0.48   0.628    -.1812122     .300176
         182  |   .0146006   .1235685     0.12   0.906    -.2275892    .2567904
         183  |   .0088797   .1222014     0.07   0.942    -.2306305      .24839
         184  |   .0600063   .1223987     0.49   0.624    -.1798907    .2999032
         185  |   .0400276   .1240181     0.32   0.747    -.2030434    .2830987
         186  |   .0610792    .122948     0.50   0.619    -.1798944    .3020528
         187  |   .0494462   .1223759     0.40   0.686    -.1904061    .2892985
         188  |   .0739702   .1230501     0.60   0.548    -.1672035    .3151439
         189  |   .0718403    .123011     0.58   0.559    -.1692568    .3129375
         190  |   .0625006   .1238302     0.50   0.614     -.180202    .3052033
         191  |    .061692   .1229323     0.50   0.616    -.1792509    .3026348
         192  |   .0754226   .1221165     0.62   0.537    -.1639213    .3147665
         193  |   .0269989   .1221166     0.22   0.825    -.2123453    .2663431
         194  |  -.0005161   .1213556    -0.00   0.997    -.2383687    .2373365
         195  |    .041139   .1206856     0.34   0.733    -.1954004    .2776785
         196  |  -.0062977   .1213903    -0.05   0.959    -.2442182    .2316229
         197  |   .0253776   .1214179     0.21   0.834    -.2125971    .2633523
         198  |   .0103649   .1207814     0.09   0.932    -.2263623    .2470921
         199  |   .0272304   .1205575     0.23   0.821     -.209058    .2635187
         200  |     .06314   .1205857     0.52   0.601    -.1732036    .2994837
         201  |   .0440501   .1209402     0.36   0.716    -.1929883    .2810885
         202  |    .048095   .1226282     0.39   0.695    -.1922519    .2884418
         203  |   .0502022   .1214114     0.41   0.679    -.1877599    .2881642
         204  |   .0543944   .1211351     0.45   0.653    -.1830261    .2918149
         205  |  -.0068479   .1212718    -0.06   0.955    -.2445362    .2308405
         206  |   .0143764   .1213255     0.12   0.906    -.2234173      .25217
         207  |   .0147393   .1214991     0.12   0.903    -.2233946    .2528731
         208  |   .0560204   .1215366     0.46   0.645    -.1821869    .2942278
         209  |   .0855468   .1217908     0.70   0.482    -.1531587    .3242523
         210  |   .0583511    .119326     0.49   0.625    -.1755235    .2922257
         211  |   .0747423   .1204413     0.62   0.535    -.1613183    .3108029
         212  |   .0793463   .1196169     0.66   0.507    -.1550986    .3137911
         213  |   .0810336   .1212763     0.67   0.504    -.1566635    .3187307
         214  |     .09617   .1193173     0.81   0.420    -.1376877    .3300276
         215  |   .0668827   .1209546     0.55   0.580    -.1701839    .3039493
         216  |    .061663   .1217219     0.51   0.612    -.1769076    .3002337
         217  |   .0452167    .121127     0.37   0.709    -.1921878    .2826212
         218  |   .0108261   .1209439     0.09   0.929    -.2262195    .2478717
         219  |   .0301846   .1215808     0.25   0.804    -.2081093    .2684785
         220  |   .0767721   .1205121     0.64   0.524    -.1594273    .3129715
         221  |   .0323711   .1202555     0.27   0.788    -.2033254    .2680676
         222  |  -.0028483   .1193628    -0.02   0.981    -.2367951    .2310984
         223  |   .0416015   .1200379     0.35   0.729    -.1936684    .2768715
         224  |  -.0158025   .1196198    -0.13   0.895     -.250253     .218648
         225  |  -.0420083   .1200246    -0.35   0.726    -.2772522    .1932356
         226  |  -.0352346   .1209035    -0.29   0.771    -.2722011    .2017319
         227  |   .0068939   .1210097     0.06   0.955    -.2302808    .2440686
         228  |   .0116125   .1198278     0.10   0.923    -.2232457    .2464706
         229  |   .0105336   .1194869     0.09   0.930    -.2236563    .2447236
         230  |  -.0004671   .1195418    -0.00   0.997    -.2347647    .2338304
         231  |   .0436997    .117842     0.37   0.711    -.1872664    .2746657
         232  |   .0131748   .1201618     0.11   0.913     -.222338    .2486876
         233  |   .0169506   .1198301     0.14   0.888    -.2179119    .2518132
         234  |   .0402235   .1191253     0.34   0.736    -.1932578    .2737047
         235  |   .0280336   .1199398     0.23   0.815     -.207044    .2631112
         236  |  -.0103607   .1198491    -0.09   0.931    -.2452607    .2245393
         237  |   .0213228   .1192475     0.18   0.858     -.212398    .2550436
         238  |  -.0134631   .1195505    -0.11   0.910    -.2477778    .2208516
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              |
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-------------------------------------------------------------------------------

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. log close
      name:  <unnamed>
       log:  C:\Users\yiranli\Dropbox\A&A\Stata14\02_analysis.log
  log type:  text
 closed on:  11 Jan 2023, 10:37:00
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